Applications · Quality
Alarm Trending Management
Quickflow reads alarms live from your instruments, controllers and building systems, folds the ones that share a cause into a single event and marks the alarm that started it. A Digital Scientist warns before a limit is reached, judges whether product was at risk and explains the pattern behind repeat alarms. Your team acknowledges with a reason, and QA signs.
Quickflow Alarm Trending · Block B · Cold room CR-02 (2–8 °C)
Live · 11:09CR-02 · T1OPC UA
5.3 °C
DoorBACnet
Closed
C-2 dutyModbus
Tripped
C-1 standbyModbus
Running
Digital Scientist · EV-0219 explained
- 1First-out alarm: C-2 tripped at 10:40 on high discharge pressure. The door alarms and the alert limit followed from it, so four alarms are one event.
- 2Peak 7.6 °C at 10:55, never above the 8.0 °C action limit. Stock in CR-02 stayed inside its labelled 2–8 °C range: no product impact.
- 3Third C-2 trip in 30 days (EV-0171, EV-0198). Recommend a CMMS work order for C-2; no deviation needed; entry added to eLogbook LB-CR02.
QA reviews the event and signs
Reviewed · A. Mehta, QAQuickflow Alarm Trending at a glance
Alarm management that reads equipment alarms live, groups them into events and explains the cause.
- Who uses it
- Operators
- Engineering
- QA
- Site leadership
- What is included
- Live data from equipment
- Events, not floods
- Critical and non-critical classes
- Escalation by app, SMS or call
- Limit projection
- Periodic review
- Works with
- BMS and EMS
- PLC / SCADA
- Data loggers
- Historian
- eLogbook and eQMS
- CMMS
- Built for
- 21 CFR Part 11
- EU Annex 11
- EU GMP Annex 1
- ISA 18.2 / IEC 62682
- GAMP 5
The difference
Other systems list alarms. Quickflow explains them.
A BMS or SCADA screen tells you what went off and when. Quickflow reads the same signals live from the equipment, folds the alarms that share a cause into one event, marks the one that started it and says whether product was at risk. A Digital Scientist makes the case; your engineer and QA decide.
A typical alarm list · sorted by time
0 active- 10:40:07CR02-C2COMP TRIPACK
- 10:40:09CR02-C2HP CUTOUTACK
- 10:41:12CR02-DR1DOOR OPENACK
- 10:42:30CR02-DR1DOOR OPENACK
- 10:43:02CR02-DR1DOOR OPENACK
- 10:44:51CR02-EVAPFAN LOW DPACK
- 10:46:10CR02-DR1DOOR OPENACK
- 10:51:18CR02-T1HI ALERTACK
- 10:51:40CR02-T2HI ALERTACK
- 10:52:02DL17-THI ALERTACK
Which one matters? Was product at risk? Nobody can tell from here.
Quickflow Alarm Trending · EV-0219
GroupingEvent
Loss of cooling, cold room CR-02
First out
T1 around the event
One cooling failure, two ways of showing it. Illustrative.
Read at the source, as it happens
Values and alarm states come live from the controller, logger or instrument, stamped with the time the equipment recorded them. Nothing waits for a nightly export.
One event, not forty alarms
Alarms that share a cause are grouped into one event, with the first-out alarm marked. The operator sees what started it, not a wall of red.
Impact, not just occurrence
Each event is judged against what the room or machine holds and its limits, so QA knows at once whether product was ever at risk.
Alarms today
An alarm is answered in seconds. Its pattern is found a month later.
Operators acknowledge alarms all shift. What those alarms add up to only surfaces at the monthly review, when someone exports the logs into Excel, if anyone does.
It is the first week of the month. QA needs last month’s alarm review for Block B.
Exports, Excel and email
7 steps- EngineeringExports the alarm log from each BMS and EMS as CSV
- EngineeringMerges the files in Excel, fixing time zones and repeats
- EngineeringBuilds pivots by area and tag, charts the top ten
- QAEmails shift leads: why was this alarm acknowledged?
- Shift leadsReply from memory, weeks after the event
- EngineeringPastes charts and answers into a Word report
- QAReviews and signs a report about last month
Quickflow Alarm Trending
3 steps- 1QuickflowReads, classifies and trends every alarm as it happens, with the reason captured at acknowledgement
- 2Digital ScientistCompiles the periodic review: repeat offenders, standing alarms, response times, causes cited
- 3QAReviews the case and signs
Step comparison, illustrative. Not a measured result.
The alarm at 3 a.m.
One person, many screens. An alarm is silenced, misread or answered late, and the delay is only discovered in the log days later.
More equipment, same people
Every new line, room and freezer adds alarms but not operators. Coverage quietly thins as the site grows.
Same alarm, three responses
One shift resets the unit, another calls engineering, a third waits for it to clear. None of them writes down why.
“Acknowledged” is not a reason
Reasons are missing, handwritten or added after the fact. None of that holds up when an inspector picks an alarm and asks what happened.
Patterns hidden in a list
A compressor that trips every ten days, a door alarm at every shift change: invisible in a log sorted by time and cleared every month.
Records an inspector will question
Exports edited in spreadsheets, gaps when the network dropped, clocks that disagree between systems. Each one breaks the audit trail.
How it works
5 steps. Every one recorded.
- Step 1Read live from the equipmentSystem
- Step 2Classified and grouped into eventsSystem
- Step 3Limit projected, right person alertedSystem
- Step 4Cause and impact explainedSystem
- Step 5Acknowledged and signedHuman decision
Real-time instrument data
Straight from the equipment. Every signal, every second.
Quickflow does not wait for someone to export a log. It reads values and alarm states live from building systems, controllers, standalone equipment and even instruments with no interface at all, and keeps every reading as the original record.
- BACnet/IP
BMS and HVAC
Room pressure, temperature, humidity, AHU status
- OPC UA
Environmental monitoring
Particle counters, viable air samplers, cleanroom sensors
- OPC UA · Modbus TCP
PLC and SCADA
Autoclaves, isolators, WFI loops, reactors, dryers
- RS-232/485 via Quickflow Edge
Standalone equipment
Freezers, incubators, stability chambers, data loggers
- OPC HDA · REST
Plant historian
Tags and alarm history already collected on site
- Quickflow Vision
Instruments with no interface
Readings on the instrument’s own software screen
Quickflow Edge sits on the plant network, reads each source and forwards to Quickflow Alarm Trending. It only reads.
Live signals · Block B
Every second| Signal | Value | Source | State |
|---|---|---|---|
| CR02-T1Cold room CR-02 | 4.7°C | OPC UA | In limits |
| FILL-DP03Filling room to corridor | 15.6Pa | BACnet | In limits |
| ISO01-PC05Isolator, ≥0.5 µm | 433/m³ | OPC UA | In limits |
| FRZ05-TFreezer FRZ-05 | -78.9°C | Edge | In limits |
| WFI-TWFI loop return | 81.5°C | Modbus | In limits |
| STB03-RHStability chamber 3 | 65.0%RH | Edge | In limits |
Illustrative values. Each reading keeps the equipment’s own timestamp.
Read-only by design
Quickflow never writes to a controller, changes a setpoint or silences an alarm on the equipment. Control stays with the BMS, PLC and the people running them.
No gaps when the network drops
Quickflow Edge buffers readings on site and forwards them with their original timestamps once the link is back. A gap, if there is one, is recorded and explained.
One clock for every source
Each reading carries the time the equipment recorded it, and time drift between sources is detected and flagged, so the sequence of events can be trusted.
Qualified connections
Every interface is tested and documented for your validation, and the tag list, limits and classes sit under change control.
Critical and non-critical
How serious an alarm is gets decided once, by QA
Every alarm tag is classified from your risk assessment, with its limits, delay, response time and who is told if nobody answers. QA approves the classification and changes go through change control, so the response is the same on every shift.
Alarm master list · approved v7
Select a tagCR02-T1
Cold room temperature
Holds released vaccine lots. Storage excursions can affect product quality.
- Limits
- Alert 7.0 °C · Action 8.0 °C
- Delay
- 5 min on-delay
- Respond in
- 10 min
If nobody acknowledges
- Area operatorScreen and app0 min
- Shift supervisorSMS and app+10 min
- Engineering on callVoice call+20 min
- QA headCall, event opened in eQMS+30 min
Trending
Trends that point to a cause
A monthly alarm count tells you very little. Quickflow trends the patterns engineers and QA can act on, and the Digital Scientist says what each one means and what to change.
- CR02-DR1 door open142
- AHU04 filter ΔP96
- WFI return low61
- FILL-DP03 alert38
- CR02-C2 trip3
Digital Scientist
Five tags raised most of Block B’s alarms this month. The CR-02 door alone raised 142, nearly all during dispatch.
Recommends
Add a dispatch delay to the door alarm; review with QA through change control.
Illustrative data for one block over one month.
Digital Scientist
It reasons about every alarm. You decide what happens next.
Alarm software counts. A Digital Scientist reads the event the way an experienced engineer and QA reviewer would: what started it, what it affected, whether it is getting worse, and what should change. It makes the case; a named person acknowledges, decides and signs.
Turns a flood into one event
Groups alarms that share a cause, marks the first-out alarm and folds the consequences underneath it.
Sees the limit coming
Projects the rate of change and warns how long remains before the action limit, while there is still time to act.
Judges product impact
Checks the excursion against what the room held, its labelled range and the batch in progress from the eBMR, and says whether product was at risk.
Spots slow wear
Notices a freezer that takes longer to recover or a compressor that trips more often, before either one raises an alarm.
Writes the periodic review
Compiles the monthly or quarterly alarm review with repeat offenders, standing alarms and causes, each cited to its record.
Proposes better alarms
Recommends deadbands, delays or retiring a nuisance alarm, raised as a change for engineering and QA to approve.
Freezer FRZ-05 · recovery after door opening
No alarm raisedWatching minutes to recover, week by week…
Illustrative.
What it never does
- Silence or acknowledge an alarm
- Change a setpoint, limit or class
- Close an event or sign a record
Connected
An alarm is where the record starts, not where it ends
Alarm data flows in from the equipment. What is learned from it flows out to the systems that act on it, with no one retyping an event.
eLogbook
The event and the action taken are written to the equipment’s logbook, linked both ways.
eQMS
Where product may be affected, a deviation opens with the trace, the alarms and the impact case attached.
CMMS
Repeat trips and slow wear become work orders, and the fix is checked against the next month’s alarms.
CPV
Room and utility excursions are shown against the batches made during them.
eBMR / MES
Tells the Digital Scientist which batch was in the room or on the line at the time.
eDMS
Each alarm class links to the SOP for responding to it, always the current version.
Outcomes
What changes, for each person on the alarm
The same alarm touches four roles. Each one gets back the part of the job that used to be guesswork or paperwork.
Operators
- One event to handle instead of a screen of red
- The first-out alarm and the response SOP, together
- A reason captured in seconds, on the phone or at the panel
Engineering
- Repeat offenders and chattering alarms named, with the fix
- Slow wear found before it trips
- No more exporting logs to build a monthly report
QA
- Product impact judged for every critical event
- A periodic review ready to sign, with every cause cited
- A complete, original record for any alarm an inspector picks
Site leadership
- Every block and site on the same classes and rules
- Response times by shift and area, live
- Fewer surprises at the annual product review
Regulatory compliance
Built for the rules your alarms answer to
The controls regulators look for are part of the application. Your validation confirms them for your intended use.
21 CFR
Part 11
An audit trail that cannot be edited, and electronic signatures on every acknowledgement, review and change.
EU GMP
Annex 11
Validated interfaces, data integrity from source to archive, and change control over tags and limits.
EU GMP
Annex 1
Continuous cleanroom monitoring with alert and action limits, excursions investigated and trends reviewed.
ISA / IEC
18.2 · 62682
The alarm management lifecycle: philosophy, rationalisation, monitoring, assessment and change.
ICH
Q9(R1)
Critical and non-critical classes derived from a documented risk assessment.
EU · WHO
GDP
Temperature-controlled storage monitored, alarmed and reviewed, with excursions recorded.
ISPE
GAMP 5
A risk-based validation approach, with supplier documentation to support it.
MHRA · FDA
ALCOA+
Readings kept as the original record, with the equipment’s own timestamp and source.
Questions
Frequently asked
What engineering heads, QA and IT teams usually ask first.
We already have a BMS and an EMS. Why add this?
They control and alarm; Quickflow does not replace them. It reads their signals, together with PLCs, standalone equipment and instruments, and adds what they lack: alarms grouped into events, a reason on every acknowledgement, product impact judged, trends that point to a cause, and a signed record that links to your logbooks, deviations and work orders.
How does Quickflow get data from our instruments in real time?
Over the interfaces the equipment already has: OPC UA and Modbus for PLCs and SCADA, BACnet for building systems, OPC HDA or REST for a plant historian, and serial or network connections through Quickflow Edge for freezers, chambers and data loggers. Where an instrument has no interface, Quickflow Vision reads the values from its own software screen. Readings arrive within seconds and keep the equipment’s timestamp.
Can it change anything on our equipment?
No. Every connection is read-only. Quickflow never writes a setpoint, changes a limit on the controller or silences an alarm at the source. Control stays with your existing systems and your people.
What happens if the network goes down?
Quickflow Edge keeps collecting on site and forwards the buffered readings, with their original timestamps, when the connection returns. Any period with no data is recorded as a gap with its cause, rather than silently missing.
Who decides whether an alarm is critical?
QA, from your risk assessment. Each tag’s class, limits, delay, response time and escalation are set in the alarm master list, approved with an e-signature and changed only through change control. The Digital Scientist can recommend a change, such as a deadband for a chattering alarm; people approve it.
Does the Digital Scientist acknowledge alarms or close events?
No. It groups alarms, projects limits, judges product impact and writes the periodic review, each point cited to its record. A named operator acknowledges with a reason, and QA reviews and signs. It never acknowledges, closes or signs.
Can we start with one area?
Yes. Most sites start with one block or one class of equipment, such as cold rooms and freezers, then add areas as the tag list is approved. Each new area reuses the same classes, rules and reports.
Does it meet 21 CFR Part 11 and EU Annex 11?
It provides the controls both expect: an audit trail that cannot be edited, electronic signatures bound to their records with a stated meaning, role-based access, qualified interfaces and validation documentation. Your validation confirms them for your intended use.
Industries
Wherever an alarm can turn into a deviation
Across GMP manufacturing, utilities, laboratories and storage.
Pharmaceuticals
HVAC, room pressure and equipment alarms trended across every manufacturing block.
Vaccines and steriles
Aseptic area, isolator and environmental monitoring alarms reviewed together.
Biotechnology
Bioreactor, cold room and utility alarms, where one missed excursion can cost a batch.
Cell and gene therapy
Freezer, incubator and cold chain alarms that cannot go unanswered.
API manufacturers
Reactor, dryer and solvent recovery alarms across multi-step plants.
GDP warehouses
Temperature and humidity alarms in stores and distribution centres.
Full overview: Alarms read live from the equipment, grouped into events and explained.
Quickflow Alarm Trending is the alarm application on the Quickflow platform. It reads values and alarm states live from building management and environmental monitoring systems, PLCs and SCADA, standalone equipment such as freezers, incubators, stability chambers and data loggers, and a plant historian. Where an instrument has no interface, Quickflow Vision reads the values from its own software screen. Every connection is read-only, and each reading keeps the timestamp the equipment recorded.
Most alarm screens show a list in time order, where a single failure can raise a dozen lines that all look equally urgent. Quickflow folds alarms that share a cause into one event and marks the first-out alarm, so the operator sees what started it. Each tag carries a class, critical or non-critical, set by QA from a risk assessment, with its limits, delay, response time and escalation, and every change to that list goes through change control.
A Digital Scientist works on every event. It projects the rate of change and warns how long remains before an action limit, judges whether product was at risk from what the room or line held at the time, spots slow wear such as a freezer taking longer to recover, and names repeat offenders, chattering and standing alarms with a recommended fix. It never acknowledges, closes or signs: a named operator acknowledges with a reason, and QA reviews and signs.
The periodic alarm review is compiled from the live record, with each cause cited, instead of from spreadsheets exported at the end of the month. Events flow to the eLogbook, open a deviation in eQMS where product may be affected, raise work orders in CMMS and appear alongside batches in CPV. An audit trail that cannot be edited, electronic signatures, role-based access and qualified interfaces support 21 CFR Part 11, EU Annex 11 and EU GMP Annex 1.
Quality
Related applications
See Quickflow Alarm Trending on your own process.
Tell us how this runs in your organisation today and we will walk through the application against it, with your QA and IT teams in the room.